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1
Distributional Learning in Context: How Social Embedding Structures Infant-Directed Speech
Chang, Lucas Moraes. - : eScholarship, University of California, 2020
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2
Adjacent and Non-Adjacent Word Contexts Both Predict Age of Acquisition of English Words: A Distributional Corpus Analysis of Child-Directed Speech.
In: Cognitive science, vol 44, iss 11 (2020)
Abstract: Children show a remarkable degree of consistency in learning some words earlier than others. What patterns of word usage predict variations among words in age of acquisition? We use distributional analysis of a naturalistic corpus of child-directed speech to create quantitative features representing natural variability in word contexts. We evaluate two sets of features: One set is generated from the distribution of words into frames defined by the two adjacent words. These features primarily encode syntactic aspects of word usage. The other set is generated from non-adjacent co-occurrences between words. These features encode complementary thematic aspects of word usage. Regression models using these distributional features to predict age of acquisition of 656 early-acquired English words indicate that both types of features improve predictions over simpler models based on frequency and appearance in salient or simple utterance contexts. Syntactic features were stronger predictors of children's production than comprehension, whereas thematic features were stronger predictors of comprehension. Overall, earlier acquisition was predicted by features representing frames that select for nouns and verbs, and by thematic content related to food and face-to-face play topics; later acquisition was predicted by features representing frames that select for pronouns and question words, and by content related to narratives and object play.
Keyword: Age of acquisition; Artificial Intelligence and Image Processing; Basic Behavioral and Social Science; Behavioral and Social Science; Child; Clinical Research; Cognitive Sciences; Comprehension; Distributional semantics; Experimental Psychology; Humans; Infant; Language acquisition; Language Development; Language input; Learning; Newborn; Pediatric; Preschool; Psychology; Speech; Statistical learning; Syntax; Vocabulary; Word learning
URL: https://escholarship.org/uc/item/2rf3p7ws
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3
Maternal discourse continuity and infants' actions organize 12-month-olds' language exposure during object play.
In: Developmental science, vol 22, iss 3 (2019)
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4
Cultural variation in cognitive flexibility reveals diversity in the development of executive functions.
In: Scientific reports, vol 8, iss 1 (2018)
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5
Cultural variation in cognitive flexibility reveals diversity in the development of executive functions
Legare, Cristine H.; Dale, Michael T.; Kim, Sarah Y.. - : Nature Publishing Group UK, 2018
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6
Young children's flexible use of semantic cues to word meanings: converging evidence of individual and age differences*
In: Journal of child language. - Cambridge [u.a.] : Cambridge Univ. Press 41 (2014) 3, 511-542
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7
Slow Mapping in Lexical Development
Deák, Gedeon O. - : eScholarship, University of California, 2014
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8
Visual Prediction in Infancy: What is the Association with Later Vocabulary?
In: Ellis, Erica M; Gonzalez, Marybel Robledo; & Deák, Gedeon O. (2013). Visual Prediction in Infancy: What is the Association with Later Vocabulary?. Language Learning and Development, 10(1), 36 - 50. doi:10.1080/15475441.2013.799988. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/71f4g312 (2013)
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9
Young children's flexible use of semantic cues to word meanings: converging evidence of individual and age differences
In: Deák, Gedeon O; & Narasimham, Gayathri. (2013). Young children's flexible use of semantic cues to word meanings: converging evidence of individual and age differences. Journal of Child Language, 41(03), 511 - 542. doi:10.1017/S030500091200075X. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/83f8f2tj (2013)
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10
Young children's flexible use of semantic cues to word meanings: converging evidence of individual and age differences
In: Deák, Gedeon O; & Nrasimham, Gayathri. (2013). Young children's flexible use of semantic cues to word meanings: converging evidence of individual and age differences. Journal of Child Language, 1 - 32. doi:10.1017/S030500091200075X. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/3g69v194 (2013)
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11
Cognitive science meets autonomous mental development
In: Cognitive science. - Hoboken, NJ : Wiley-Blackwell 34 (2010) 3, 533-534
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12
A dialogue on the role of computational modeling in developmental science
In: Child development perspectives. - Hoboken, NJ : Wiley 4 (2010) 2, 152-158
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13
The emergence of referential gaze and perspective-taking in infants
In: Jao, Joanne R; Deák, Gedeon O; & Robledo, Marybel. (2010). The emergence of referential gaze and perspective-taking in infants. Proceedings of the 32nd Annual Conference of the Cognitive Science Society, 284 - 289. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/9h8728jp (2010)
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14
The law of large numbers in children's diversity-based reasoning
In: Thinking & reasoning. - Abingdon : Routledge, Taylor & Francis Group 15 (2009) 4, 388-404
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15
Driven from distraction: how infants respond to parents' attempts to elicit and re-direct their attention.
In: Deák, Gedeon O; Walden, Tedra A; Kaiser, Marygrace Yale; & Lewis, Audra. (2008). Driven from distraction: how infants respond to parents' attempts to elicit and re-direct their attention. Infant Behav Dev, 31(1), 34 - 50. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/78j0h6df (2008)
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16
Driven from distraction: How infants respond to parents' attempts to elicit and re-direct their attention
In: Deák, Gedeon O; Walden, Tedra A; Yale Kaiser, Marygrace; & Lewis, Audra. (2008). Driven from distraction: How infants respond to parents' attempts to elicit and re-direct their attention. Infant Behavior and Development, 31(1), 34 - 50. doi:10.1016/j.infbeh.2007.06.004. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/3z73796j (2008)
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17
Geoffrey D. Hall and Sandra R. Waxman (eds.): Weaving a lexicon [Rezension]
In: Journal of child language. - Cambridge [u.a.] : Cambridge Univ. Press 34 (2007) 4, 909-916
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18
Weaving a lexicon
In: JOURNAL OF CHILD LANGUAGE, vol 34, iss 4 (2007)
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19
Do children really confuse appearance and reality?
In: Deák, Gedeon O. (2006). Do children really confuse appearance and reality?. TRENDS in Cognitive Sciences, 10(12), 546 - 550. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/7rv4p4k1 (2006)
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20
Gaze following: why (not) learn it?
In: Triesch, Jochen; Teuscher, Christof; Deák, Gedeon O; & Carlson, Eric. (2006). Gaze following: why (not) learn it?. Developmental science, 9(2), 125 - 147. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/8fm3k5xc (2006)
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